MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31451
seo-growth Claim 1
Autonomous SEO + GEO growth: keyword research, audits, content, AI answer-engin…
F 34 2⁄5 ◔ — — 0 — 67 —
31452
Korean apartment listings: list your home, post buyer requests, prices, registry
F 34 2⁄5 ◔ — — 0 — 67 —
31453
LeapSteps Claim 1
Your LeapSteps to-do list, goals and focus timer: plan the day, add tasks and m…
F 34 2⁄5 ◔ — — 0 — 67 —
31454
Nusii MCP server for drafting, pricing, and tracking business proposals.
F 34 2⁄5 ◔ — — 0 — 67 —
31455
AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Ge…
F 34 2⁄5 ◔ — — 0 — 67 —
31456
Meo Studio Claim 1
AI video ads, dubbing in the speaker's own voice, and images and clips from top…
F 34 2⁄5 ◔ — — 0 — 67 —
31457
Kitana Claim 1
Score marketing images 0-100 against your brand kit: colour, typography, logo, …
F 34 2⁄5 ◔ — — 0 — 67 —
31458
RugRadar MCP Claim 1
Read-only honeypot, holder and liquidity scam checks for tokens across 64 netwo…
F 34 2⁄5 ◔ — — 0 — 67 —
31459
BedrockTap Claim 1
One MCP server over 253 data sources: Reddit, LinkedIn, YouTube, G2, search and…
F 34 2⁄5 ◔ — — 0 — 67 —
31460
Plan journeys by train, bus, tram, metro and ferry across 42 European countries.
F 34 2⁄5 ◔ — — 0 — 67 —
31461
Meal, activity and sleep diary your assistant records into, with reports for yo…
F 34 2⁄5 ◔ — — 0 — 67 —
31462
mcp Claim 1
CargoVox freight tracking and shipment info via AI agents
F 34 2⁄5 ◔ — — 0 — 67 —
31463
Bank-scoped TBPI analytics for community bank executives. Perlucem account requ…
F 34 2⁄5 ◔ — — 0 — 67 —
31464
pollbolt Claim 1
AI-native survey & form builder. Manage surveys, responses, analytics, and webh…
F 34 2⁄5 ◔ — — 0 — 67 —
31465
SharksAPI.AI Claim 1
Marketing data and actions for AI agents: GA4, Search Console, ads, social, SEO…
F 34 2⁄5 ◔ — — 0 — 67 —
31466
Statey Claim 1
An agent-native database over MCP: shared, validated, structured records in eve…
F 34 2⁄5 ◔ — — 0 — 67 —
31467
Oktio.app Claim 1
Instagram analytics, media kits, bio link and brand deals for creators, from yo…
F 34 2⁄5 ◔ — — 0 — 67 —
31468
Fido Claim 1
Scheduling built for sign language interpreting: assignments, availability, Sug…
F 34 2⁄5 ◔ — — 0 — 67 —
31469
MCP Scoreboard Claimed 1
Allows MCP access to MCP Scoreboard data.
F 34 2⁄5 ◔ — — 0 — 67 —
31470
Generate HTML to PDF documents in bulk or single — raw replacements or based on…
F 34 2⁄5 ◔ — — 0 — 67 —
31471
Clevera Claim 1
Make how-to videos, social clips and help articles from Claude or ChatGPT, and …
F 34 2⁄5 ◔ — — 0 — 67 —
31472
ContentMaschine Claim 1
AI image, video, audio and text tools for creators. Pay per use with credits.
F 34 2⁄5 ◔ — — 0 — 67 —
31473
Scrape ClinicalTrials.gov studies by condition, sponsor, phase, status or locat…
F 34 2⁄5 ◔ — — 0 — 67 —
31474
Pickrun Claim 1
One key for 4,000+ tools: web search, scraping, people and company data, SEO, c…
F 34 2⁄5 ◔ — — 0 — 67 —
31475
arcat Claim 1
Search building products & manufacturers for AI agents: CAD, BIM, specs by CSI …
F 34 2⁄5 ◔ — — 0 — 67 —
31476
Edwyna Fax API Claim 1
Send individual transactional faxes with prepaid credit, delivery status, and s…
F 34 2⁄5 ◔ — — 0 — 67 —
31477
Product video ads for TikTok, YouTube Shorts and Instagram Reels from a product…
F 34 2⁄5 ◔ — — 0 — 67 —
31478
QuickCasa Claim 1
Run QuickCasa, the AI leasing platform, from any MCP client: leads, follow-ups,…
F 34 2⁄5 ◔ — — 0 — 67 —
31479
SwarmHaul Claim 1
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settleme…
F 34 2⁄5 ◔ — — 0 — 67 —
31480
kazkar Claim 1
Access your Kazkar TTRPG world — campaigns, chronicles, transcripts, lore — in …
F 34 2⁄5 ◔ — — 0 — 67 —
31481
Truo Claim 1
Ask your AI about your own Australian bank accounts. It is read-only at the ban…
F 34 2⁄5 ◔ — — 0 — 67 —
31482
SearchStack Claim 1
Agent-driven search: build, import, tune, search, and score result quality — al…
F 34 2⁄5 ◔ — — 0 — 67 —
31483
leadsapp Claim 1
Search 136M+ US/CA B2B contacts free, verify emails free, get compliance verdic…
F 34 2⁄5 ◔ — — 0 — 67 —
31484
B2B credit risk evaluator and supply chain health scoring oracle.
F 34 2⁄5 ◔ — — 0 — 67 —
31485
A sourced learning map your AI places you on: finds gaps you can't name, teache…
F 34 2⁄5 ◔ — — 0 — 67 —
31486
The Human Ad Network. Campaigns, clipping, and Clip Studio from chat.
F 34 2⁄5 ◔ — — 0 — 67 —
31487
My MCP Server Claim 2
Description of my MCP server
F 34 2⁄5 ◔ — — 0 — 67 —
31488
Bernuvia Claim 1
Marketplace of code templates: buy, sell and manage orders in USDC with on-chai…
F 34 2⁄5 ◔ — — 0 — 67 —
31489
FastMetal Claim 1
Run and compare LLMs, generate images and video, with the real yen cost returne…
F 34 2⁄5 ◔ — — 0 — 67 —
31490
featury Claim 1
Ask what your product does, triage requests and publish the changelog, from a m…
F 34 2⁄5 ◔ — — 0 — 67 —
31491
Calendar tools for creating, updating, deleting events, managing invites, and c…
F 34 2⁄5 ◔ — — 0 — 67 —
31492
Runik AI Claim 1
Chat-first business management. 40+ tools, 26 templates. Describe your business…
F 34 2⁄5 ◔ — — 0 — 67 —
31493
AskAiRank Claim 1
How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, ment…
F 34 2⁄5 ◔ — — 0 — 67 —
31494
Connect any AI to WordPress — content, media, SEO, WooCommerce, GA4, Search Con…
F 34 2⁄5 ◔ — — 0 — 67 —
31495
Spaceti workplace analytics: occupancy, environment, bookings, sensors. Read-on…
F 34 2⁄5 ◔ — — 0 — 67 —
31496
AggREIgator Pro Claim 1
Manage AggREIgator buy-boxes and compliant real-estate deal workflows
F 34 2⁄5 ◔ — — 0 — 67 —
31497
seendb Claim 1
Video knowledge base for agents: search your library's transcripts, keyframes a…
F 34 2⁄5 ◔ — — 0 — 67 —
31498
cms Claim 1
UXBERT Labs headless CMS: model, write and publish bilingual content, media, de…
F 34 2⁄5 ◔ — — 0 — 67 —
31499
Semantic search over 438 AutoHotkey tools, scripts and courses at the-automator…
F 34 2⁄5 ◔ — — 0 — 67 —
31500
SitePulsar
mcp Claim 1
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any websi…
F 34 2⁄5 ◔ ⏳ — — 0 — 67 —
Showing 31451–31500 of 69400 servers
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